README.md

metadata

license: apache-2.0
library_name: peft
tags:
  - alignment-handbook
  - trl
  - sft
  - generated_from_trainer
base_model: alignment-handbook/zephyr-7b-sft-full
datasets:
  - EllieS/timedial_data
model-index:
  - name: zephyr-sft-timedial
    results: []

zephyr-sft-timedial

This model is a fine-tuned version of alignment-handbook/zephyr-7b-sft-full on the EllieS/timedial_data dataset. It achieves the following results on the evaluation set:

• Loss: 1.1135

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0002
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• gradient_accumulation_steps: 2
• total_train_batch_size: 4
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.0432	1.0	289	1.1135

Framework versions

• PEFT 0.7.1
• Transformers 4.39.0.dev0
• Pytorch 2.1.2+cu121
• Datasets 2.14.6
• Tokenizers 0.15.2